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DESIGN AND IMPLEMENTATION OF PSO BASED PID CONTROLLER FOR MA2000 ROBOT   Firas Abdullah Thweny Al-Saedi and Ali Hadi Mohammed Al-Yasiri

DESIGN AND IMPLEMENTATION OF PSO BASED PID CONTROLLER FOR MA2000 ROBOT

140 страниц. 2013 год.
LAP Lambert Academic Publishing
In this book, a complete control system is proposed to control the TQ MA2000 which is a six degree of freedom (DOF) complex structure robotic manipulator arm. The kinematics of the MA2000 manipulator were derived and verified with the aid of Matlab. The implemented control scheme is a networked control system (NCS), where two PCs interacted via a computer network to form the overall control and tuning entities. The control system utilized the proportional-Integral-Derivative (PID) algorithm to control the MA2000 manipulator, where each joint was treated as a separate Single Input Single Output (SISO). Particle Swarm Optimization (PSO) algorithm was used to tune the individual PID controllers of the robotic arm. The tuning process was considered as a nonlinear optimization problem, where a certain fitness function was minimized in order to obtain the desirable transient response for each joint. Finally, a set of tests were conducted against the tuned controllers where satisfactory...
 
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